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2018-05-05-drexel

Basic Scientific Computing Workshop to Drexel Graduate Students, May 05-06, 2018, Drexel University, Philadelphia

2018-05-05-drexel-swc-workshop

201835-final-projects

Final course projects for Spring 2018 (201835).

adversarialnetspapers

The classical papers and codes about generative adversarial nets

annotated-semantic-relationships-datasets

Public and free annotated datasets of relationships between entities/nominals

awesome-deep-learning-papers

The most cited deep learning papers

awesome-optimal-transport

A list of awesome papers and cool resources on optimal transport and its applications in general! As you will notice, this list is currently mostly focused on optimal transport for machine learning topics.

blocksci

A high-performance tool for blockchain science and exploration

buildingmachinelearningsystemswithpython

Source Code for the book Building Machine Learning Systems with Python

cloud-computing-curricula

Collection of Cloud Computing resources for teaching

corenlp

Stanford CoreNLP: A Java suite of core NLP tools.

cotype

CoType: Joint Entity and Relation Extraction with Knowledge Bases (WWW'17)

coursera

Data sets and scripts for Coursera Big Data Specialization.

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

cs224n-winter17-notes

Course notes for CS224N Winter17

data-augmentation-for-wearable-sensor-data

A sample code of data augmentation methods for wearable sensor data (time-series data)

data-science-from-scratch

code for Data Science From Scratch book

dddragons.github.io

dec

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deepnlp

NLP and Deep Learning course by Stanford: CS224n-Winter2017: http://web.stanford.edu/class/cs224n/syllabus.html

dig

A library for graph deep learning research

dl4mt-tutorial

doc2vec

Python scripts for training/testing paragraph vectors

ds1

ganhacks

starter from "How to Train a GAN?" at NIPS2016

gensim

Topic Modelling for Humans

glove

GloVe model for distributed word representation

graphwriter

Code for "Text Generation from Knowledge Graphs with Graph Transformers"

hyperbolics

Hyperbolic Embeddings